Machine learning engineer in retail

Описание:

Join us as a Lead Machine Learning Engineer to spearhead the technical direction and delivery of complex, innovative AI projects. You will act as a technical expert, applying your skills across various projects from AI strategy to client-side deployments, while ensuring architectural decisions are sound and reliable.

Задачи:

• Setting the technical direction for complex ML projects, balancing trade-offs, and guiding team priorities.


• Designing, implementing, and maintaining reliable, scalable ML/software systems and justifying key architectural decisions.


• Defining project problems, developing roadmaps, and overseeing delivery across multiple workstreams in often ill-defined, high-risk environments.


• Driving the development of shared resources and libraries across the organisation and guiding other engineers in contributing to them.


• Leading hiring processes, making informed selection decisions, and mentoring multiple individuals to foster team growth.


• Proactively developing and executing recommendations for adopting new technologies and changing our ways of working to stay ahead of the competition.


• Acting as a technical expert and coach for customers, accurately estimating large work-streams and defending rationale to stakeholders.

Требования:

• You are a technical expert among your peers, capable of going deep on particular topics and demonstrating breadth of knowledge to solve almost any problem.


• You possess strong Python skills and practical experience operationalising models using frameworks like Scikit-learn, TensorFlow, or PyTorch.


• You are an expert in at least one major Cloud Solution Provider (e.g., Azure, GCP, AWS) and have led teams to build full-stack web applications.


• You have hands-on experience with containerisation tools like Docker and orchestration via Kubernetes.


• You can successfully manage and coach a team of engineers, setting team-wide development goals to improve client delivery.


• You find novel, clever solutions for project delivery and take ownership for successful project outcomes.


• You’re an excellent communicator who can proactively help customers achieve their goals and guide both technical teams and non-technical stakeholders.

Условия:

We are open to conversations about part-time hours.